124 citations · 588 across the 20 of their papers we have counts for
4 papers · 1 filter
Probabilistic Causal Analysis of Social Influence
Francesco Bonchi, Francesco Gullo, Bud Mishra +1
Mastering the dynamics of social influence requires separating, in a database of information propagation traces, the genuine causal processes from temporal correlation, i.e., homop…
Improved survival of cancer patients admitted to the ICU between 2002 and 2011 at a U.S. teaching hospital
Chris Sauer, Jinghui Dong, Leo Celi +1
Over the past decades, both critical care and cancer care have improved substantially. Due to increased cancer-specific survival, we hypothesized that both the number of cancer pat…
Withholding or withdrawing invasive interventions may not accelerate time to death among dying ICU patients
Daniele Ramazzotti, Peter Clardy, Leo Anthony Celi +2
We considered observational data available from the MIMIC-III open-access ICU database and collected within a study period between year 2002 up to 2011. If a patient had multiple a…
Investigating the performance of multi-objective optimization when learning Bayesian Networks
Paolo Cazzaniga, Marco S. Nobile, Daniele Ramazzotti
Bayesian Networks have been widely used in the last decades in many fields, to describe statistical dependencies among random variables. In general, learning the structure of such…